Intensive Positioning Network for Remote Sensing Image Captioning

被引:5
|
作者
Wang, Shengsheng [1 ]
Chen, Jiawei [1 ]
Wang, Guangyao [1 ]
机构
[1] Jilin Univ, Coll Comp Sci & Technol, Changchun 130012, Peoples R China
基金
中国国家自然科学基金;
关键词
Intensive positioning network (IPN); Attention mechanism; Deep learning; Image processing; Remote sensing image captioning;
D O I
10.1007/978-3-030-02698-1_49
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper focuses on solving the problem of information loss during the generation of remote sensing image captions. In the field of artificial intelligence, the automatic description of remote sensing images is an important but rarely studied task. In the traditional framework, due to the higher pixels of the remote sensing image and the smaller target, when the image is processed and classified, the information is largely lost. In this case, we propose a new remote sensing image captioning framework using deep learning technology and attention mechanism. The experimental results show that the model can generate a full sentence description for remote sensing images.
引用
收藏
页码:567 / 576
页数:10
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